"Did you see?" her best friend texted, the message a digital arrow piercing the calm of her afternoon. She felt a jolt run through her. The words burned on the screen.

She sat up straight, the sudden movement causing a dizzying sensation. She looked around the room, as if expecting someone to be there, watching her. Her palms started to sweat.

She responded quickly, trying to play it cool. But her fingers fumbled on the keyboard, her words stumbling over each other. She had to sound indifferent.

The book… it was all over the campus bookstore. How would she ever walk through there again? The thought was paralyzing. She felt like she was trapped in a bad dream.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314